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News/Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation

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arXiv:2609.03619v1 Announce Type: cross Abstract: Multi-agent debate (MAD) improves the reasoning capabilities of large language models by having multiple agents iteratively refine their responses through discussion. However, MAD suffers from a critical vulnerability known as shared misconception: w

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